import React, { useEffect, type ReactNode } from "react";
import {
  MockedProvider,
  MockLink,
  type MockedResponse,
} from "@apollo/client/testing";
import { InMemoryCache, ApolloLink, Observable } from "@apollo/client";
import { relayStylePagination } from "@apollo/client/utilities";
import { mergeArrayByIdFieldPolicy } from "../src/graphql/cache"; // Assuming this is exported correctly
import { Provider } from "jotai"; // Import Jotai Provider
import { useAtom } from "jotai";
import { corpusStateAtom } from "../src/components/annotator/context/CorpusAtom";
import { PermissionTypes } from "../src/components/types";
import { LabelType } from "../src/components/annotator/types/enums";
import { OperationDefinitionNode } from "graphql";

import DocumentKnowledgeBase from "../src/components/knowledge_base/document/DocumentKnowledgeBase";
import {
  authStatusVar,
  authToken,
  userObj,
  openedCorpus,
  openedDocument,
  selectedAnnotationIds,
  selectedAnalysesIds,
  selectedExtractIds,
  selectedThreadId,
} from "../src/graphql/cache";
import { MemoryRouter, useLocation } from "react-router-dom";
import { CentralRouteManager } from "../src/routing/CentralRouteManager";
import { GET_DOCUMENT_ANNOTATIONS_ONLY } from "../src/graphql/queries";

// --- Minimal Test Cache Definition (copied from previous step) ---
// Create a minimal cache configuration for testing based on the real cache.
// This includes essential type policies for annotations but avoids problematic
// read functions that rely on external reactive variables.
const createTestCache = () =>
  new InMemoryCache({
    typePolicies: {
      Query: {
        fields: {
          // Use simple pagination for annotations in tests
          annotations: relayStylePagination(),
          // Include other paginated fields if needed by the component, using simple pagination
          userFeedback: relayStylePagination(),
          pageAnnotations: { keyArgs: false, merge: true }, // Simplest merge strategy
          documents: relayStylePagination(),
          corpuses: relayStylePagination(),
          userexports: relayStylePagination(),
          labelsets: relayStylePagination(),
          annotationLabels: relayStylePagination(),
          relationshipLabels: relayStylePagination(),
          extracts: relayStylePagination(),
          columns: relayStylePagination(),
        },
      },
      // Define keyFields for core types, but NO read functions
      DocumentType: {
        keyFields: ["id"],
      },
      CorpusType: {
        keyFields: ["id"],
        fields: {
          // CRITICAL: Handle DocumentTypeConnection properly to prevent infinite loops
          documents: relayStylePagination(),
        },
      },
      LabelSetType: {
        keyFields: ["id"],
      },
      AnnotationType: {
        // Assuming AnnotationType is the primary type for annotations
        keyFields: ["id"],
      },
      ServerAnnotationType: {
        // Include if used distinctly
        keyFields: ["id"],
        fields: {
          // Keep simple merge policies if necessary
          userFeedback: mergeArrayByIdFieldPolicy,
        },
      },
      UserFeedbackType: {
        keyFields: ["id"],
      },
      DatacellType: {
        keyFields: ["id"],
      },
      PageAwareAnnotationType: {
        fields: {
          pageAnnotations: { keyArgs: false, merge: true },
        },
      },
    },
  });
// --- End Cache Definition ---

export const CONVERSATIONS_MOCK = {};

interface WrapperProps {
  mocks: ReadonlyArray<MockedResponse>;
  documentId: string;
  corpusId: string;
  readOnly?: boolean;
  initialUrl?: string;
}

// Create a diagnostic component to monitor atom state
const CorpusStateDebugger = () => {
  const [corpusState] = useAtom(corpusStateAtom);

  // Log whenever the atom state changes
  useEffect(() => {
    console.log("[CorpusStateDebugger] Current atom state:", corpusState);
  }, [corpusState]);

  return null; // Render nothing
};

const conversationsMockData = {
  conversations: {
    edges: [
      {
        node: {
          id: "Q29udmVyc2F0aW9uVHlwZToz",
          conversationType: "THREAD",
          title: "Transfer Taxes in Document Analysis",
          description: null,
          createdAt: "2025-05-19T05:23:56.913169+00:00",
          updatedAt: "2025-05-19T05:23:58.482189+00:00",
          creator: {
            id: "VXNlclR5cGU6Mw==",
            username: "scrudato",
            email: "scrudato@umich.edu",
            __typename: "UserType",
          },
          chatWithCorpus: null,
          chatWithDocument: {
            id: "pdf-doc-1",
            title: "Test PDF Document",
            __typename: "DocumentType",
          },
          chatMessages: {
            totalCount: 2,
            edges: [],
            pageInfo: {
              hasNextPage: false,
              hasPreviousPage: false,
              startCursor: null,
              endCursor: null,
              __typename: "PageInfo",
            },
            __typename: "MessageTypeConnection",
          },
          isPublic: false,
          myPermissions: [],
          isLocked: false,
          lockedBy: null,
          lockedAt: null,
          isPinned: false,
          pinnedBy: null,
          pinnedAt: null,
          deletedAt: null,
          __typename: "ConversationType",
        },
        __typename: "ConversationTypeEdge",
      },
      {
        node: {
          id: "Q29udmVyc2F0aW9uVHlwZToy",
          conversationType: "THREAD",
          title: "Transfer Taxes in Document Analysis",
          description: null,
          createdAt: "2025-05-19T05:17:30.973110+00:00",
          updatedAt: "2025-05-19T05:17:32.044191+00:00",
          creator: {
            id: "VXNlclR5cGU6Mw==",
            username: "scrudato",
            email: "scrudato@umich.edu",
            __typename: "UserType",
          },
          chatWithCorpus: null,
          chatWithDocument: {
            id: "pdf-doc-1",
            title: "Test PDF Document",
            __typename: "DocumentType",
          },
          chatMessages: {
            totalCount: 2,
            edges: [],
            pageInfo: {
              hasNextPage: false,
              hasPreviousPage: false,
              startCursor: null,
              endCursor: null,
              __typename: "PageInfo",
            },
            __typename: "MessageTypeConnection",
          },
          isPublic: false,
          myPermissions: [],
          isLocked: false,
          lockedBy: null,
          lockedAt: null,
          isPinned: false,
          pinnedBy: null,
          pinnedAt: null,
          deletedAt: null,
          __typename: "ConversationType",
        },
        __typename: "ConversationTypeEdge",
      },
      {
        node: {
          id: "Q29udmVyc2F0aW9uVHlwZTox",
          conversationType: "THREAD",
          title: "Tax Transfers Document Summary",
          description: null,
          createdAt: "2025-05-19T04:33:00.003664+00:00",
          updatedAt: "2025-05-19T04:33:02.400566+00:00",
          creator: {
            id: "VXNlclR5cGU6Mw==",
            username: "scrudato",
            email: "scrudato@umich.edu",
            __typename: "UserType",
          },
          chatWithCorpus: null,
          chatWithDocument: {
            id: "pdf-doc-1",
            title: "Test PDF Document",
            __typename: "DocumentType",
          },
          chatMessages: {
            totalCount: 2,
            edges: [],
            pageInfo: {
              hasNextPage: false,
              hasPreviousPage: false,
              startCursor: null,
              endCursor: null,
              __typename: "PageInfo",
            },
            __typename: "MessageTypeConnection",
          },
          isPublic: false,
          myPermissions: [],
          isLocked: false,
          lockedBy: null,
          lockedAt: null,
          isPinned: false,
          pinnedBy: null,
          pinnedAt: null,
          deletedAt: null,
          __typename: "ConversationType",
        },
        __typename: "ConversationTypeEdge",
      },
    ],
    pageInfo: {
      hasNextPage: false,
      hasPreviousPage: false,
      startCursor: "YXJyYXljb25uZWN0aW9uOjA=",
      endCursor: "YXJyYXljb25uZWN0aW9uOjI=",
      __typename: "PageInfo",
    },
    totalCount: 3,
    __typename: "ConversationTypeConnection",
  },
};

/* ------------------------------------------------------------------ */
/* Mock payload returned by GET_CHAT_MESSAGES                          */
/* ------------------------------------------------------------------ */
const chatMessagesMockData = {
  chatMessages: [
    {
      id: "TWVzc2FnZVR5cGU6NQ==",
      msgType: "HUMAN",
      agentType: null,
      agentConfiguration: null,
      content: "What does this document say about Transfer Taxes?",
      state: null,
      data: {},
      createdAt: "2025-05-19T05:23:57.000000+00:00",
      created: "2025-05-19T05:23:57.000000+00:00",
      modified: "2025-05-19T05:23:57.000000+00:00",
      creator: {
        id: "VXNlclR5cGU6Mw==",
        username: "scrudato",
        email: "scrudato@umich.edu",
        __typename: "UserType",
      },
      parentMessage: null,
      upvoteCount: 0,
      downvoteCount: 0,
      userVote: null,
      deletedAt: null,
      deletedBy: null,
      mentionedResources: [],
      __typename: "MessageType",
    },
    {
      id: "TWVzc2FnZVR5cGU6Ng==",
      msgType: "LLM",
      content:
        "The document specifies that Transfer Taxes, which include transfer, sales, value added, stamp duty, and similar taxes, are handled as follows:\n\n- **U.S. Government Taxes**: These are to be borne by ETON.\n- **Ex-U.S. Government Taxes**: These are to be borne by Aucta.",
      data: {
        sources: [
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                rawText: "10. TRANSFER TAXES",
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            },
            page: 11,
            label: "section_header",
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            bounding_box: {
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              "15.8 Assignment. The terms and provisions hereof shall inure to the benefit of, and be binding upon the Parties and their respective successors and permitted assigns. The Parties shall not assign, encumber or otherwise transfer this Agreement or any part of it to any Third Party, without the prior written consent of the other Party. Notwithstanding the foregoing, each Party may assign the rights and obligations under this Agreement in whole, without consent of the other Party, to a Third Party or Affiliate in connection with the transfer or sale of all or substantially all of its business or in the event of a merger, consolidation or change in control provided that the assignee assumes in writing and becomes directly obligated to the other Party to perform all of the obligations of assignor under this Agreement.",
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// Build a link that handles addAnnotation mutations wildcard and falls back to the MockLink for other operations
const createWildcardLink = (mocks: ReadonlyArray<MockedResponse>) => {
  const defaultMockLink = new MockLink(mocks);
  return new ApolloLink((operation) => {
    // Look for the addAnnotation mutation by checking both operation name and query document
    const opDocument = operation.query.definitions.find(
      (def) =>
        def.kind === "OperationDefinition" && def.operation === "mutation"
    ) as OperationDefinitionNode | undefined;

    // Print operations being processed to help with debugging
    console.log(
      `[LINK DEBUG] Processing operation: ${operation.operationName}`
    );

    // Check if it's our mutation either by operationName or by query inspection
    const isAddAnnotationMutation =
      operation.operationName === "AddAnnotation" ||
      (opDocument?.selectionSet?.selections.some(
        (selection) =>
          selection.kind === "Field" && selection.name.value === "addAnnotation"
      ) ??
        false);

    if (isAddAnnotationMutation) {
      console.log(`[LINK HIT] Intercepted addAnnotation mutation`);
      const vars = operation.variables;
      console.log(
        "[MOCK HIT] REQUEST_ADD_ANNOTATION with variables:",
        JSON.stringify(vars, null, 2)
      );
      console.log("--- MUTATION MOCK EXECUTED ---");
      return Observable.of({
        data: {
          addAnnotation: {
            __typename: "AddAnnotationPayload",
            ok: true,
            annotation: {
              __typename: "AnnotationType",
              id: "new-annot-1",
              page: vars.page,
              rawText: (vars.rawText?.substring(0, 50) ?? "") + "...",
              bounds: {
                __typename: "BoundingBoxType",
                left: 100,
                top: 100,
                right: 200,
                bottom: 200,
                page: vars.page,
              },
              json: vars.json,
              isPublic: false,
              approved: false,
              rejected: false,
              structural: false,
              annotation_created: new Date().toISOString(),
              annotationType: vars.annotationType,
              myPermissions: [
                PermissionTypes.CAN_UPDATE,
                PermissionTypes.CAN_READ,
              ],
              annotationLabel: {
                __typename: "AnnotationLabelType",
                id: vars.annotationLabelId,
                icon: null,
                description: "A person entity",
                color: "#FF0000",
                text: "Person",
                labelType: LabelType.TokenLabel,
              },
              sourceNodeInRelationships: {
                __typename: "RelationshipTypeConnection",
                edges: [],
              },
              creator: {
                __typename: "UserType",
                id: "user-1",
                email: "test@test.com",
              },
            },
          },
        },
      });
    }

    /* ✅  wildcard for GetConversations -------------------------------- */
    if (operation.operationName === "GetConversations") {
      console.log("[MOCK HIT] GetConversations – wildcard match");
      return Observable.of({ data: conversationsMockData });
    }

    /* ✅  wildcard for GetChatMessages --------------------------------- */
    if (operation.operationName === "GetChatMessages") {
      console.log("[MOCK HIT] GetChatMessages – wildcard match");
      return Observable.of({ data: chatMessagesMockData });
    }

    /* ✅  wildcard for GetThreadDetail --------------------------------- */
    if (operation.operationName === "GetThreadDetail") {
      console.log("[MOCK HIT] GetThreadDetail – wildcard match");
      // Combine conversation metadata with messages
      const threadDetailData = {
        conversation: {
          ...conversationsMockData.conversations.edges[0].node,
          allMessages: chatMessagesMockData.chatMessages,
        },
      };
      return Observable.of({ data: threadDetailData });
    }

    // Delegate other operations to the default MockLink
    return defaultMockLink.request(operation) as any;
  });
};

// Component to watch for location changes and update reactive vars
const LocationWatcher: React.FC = () => {
  const location = useLocation();

  useEffect(() => {
    const params = new URLSearchParams(location.search);
    const analysisId = params.get("analysis");
    const extractId = params.get("extract");
    const threadIdParam = params.get("thread");

    if (analysisId) {
      selectedAnalysesIds([analysisId]);
    } else {
      selectedAnalysesIds([]);
    }

    if (extractId) {
      selectedExtractIds([extractId]);
    } else {
      selectedExtractIds([]);
    }

    if (threadIdParam) {
      selectedThreadId(threadIdParam);
    } else {
      selectedThreadId(null);
    }
  }, [location.search]);

  return null;
};

export const DocumentKnowledgeBaseTestWrapper: React.FC<WrapperProps> = ({
  mocks,
  documentId,
  corpusId,
  readOnly = false,
  initialUrl,
}) => {
  // Create default annotation mock that will be added to all test mocks
  const defaultAnnotationsMock = {
    request: {
      query: GET_DOCUMENT_ANNOTATIONS_ONLY,
      variables: {
        documentId,
        corpusId,
        analysisId: null,
      },
    },
    result: {
      data: {
        document: {
          id: documentId,
          allStructuralAnnotations: [],
          allAnnotations: [],
          allRelationships: [],
        },
      },
    },
  };

  // Combine provided mocks with default annotation mock
  const allMocks = [...mocks, defaultAnnotationsMock];

  // Create a link that handles wildcard mutation and other mocks
  const link = createWildcardLink(allMocks);

  // Set up authentication for tests - BEFORE any components mount
  // This ensures ChatTray has auth token available on first render
  authToken("test-auth-token");
  userObj({
    id: "test-user",
    email: "test@example.com",
    username: "testuser",
  });

  // Set reactive vars that CentralRouteManager would normally set
  // Component tests run in isolation, so we set these directly
  useEffect(() => {
    authStatusVar("AUTHENTICATED");
    openedDocument({
      id: documentId,
      slug: "test-document",
      title: "Test Document",
      creator: { id: "test-user", slug: "testuser", username: "testuser" },
    } as any);
    openedCorpus({
      id: corpusId,
      slug: "test-corpus",
      title: "Test Corpus",
      creator: { id: "test-user", slug: "testuser", username: "testuser" },
    } as any);

    // Parse URL params to set selection state
    selectedAnnotationIds([]);

    if (initialUrl) {
      const urlObj = new URL(initialUrl, "http://localhost");
      const analysisId = urlObj.searchParams.get("analysis");
      const extractId = urlObj.searchParams.get("extract");

      if (analysisId) {
        selectedAnalysesIds([analysisId]);
      } else {
        selectedAnalysesIds([]);
      }

      if (extractId) {
        selectedExtractIds([extractId]);
      } else {
        selectedExtractIds([]);
      }
    } else {
      selectedAnalysesIds([]);
      selectedExtractIds([]);
    }
  }, [documentId, corpusId, initialUrl]);
  return (
    <MemoryRouter
      initialEntries={[
        initialUrl || `/corpus/${corpusId}/document/${documentId}`,
      ]}
    >
      <LocationWatcher />
      <Provider>
        <CorpusStateDebugger />
        <MockedProvider
          link={link}
          cache={createTestCache()}
          addTypename
          defaultOptions={{
            watchQuery: { errorPolicy: "all" },
            query: { errorPolicy: "all" },
            mutate: { errorPolicy: "all" },
          }}
        >
          <DocumentKnowledgeBase
            documentId={documentId}
            corpusId={corpusId}
            readOnly={readOnly}
          />
        </MockedProvider>
      </Provider>
    </MemoryRouter>
  );
};
